Kubernetes Job Deployment Guide
This guide provides step-by-step instructions to deploy a Kubernetes Job using environment variables stored in a .env file.
Step 1: Create a .env File
Create a file named .env and add the following environment variables:
MODEL_NAME=meta-llama/Llama-3.1-70B
HUG_TOKEN=hf_SuperSecretSauce123
HUG_TOKEN_RT=hf_ThisIsNotTheTokenYouAreLookingFor
Step 2: Build and Push Docker Image
Before running the Kubernetes Job, build and push the Docker image to a container registry (Docker Hub).
Build the Docker image:
docker build -t your-dockerhub-username/your-image-name:latest .
Push the image to Docker Hub:
docker push your-dockerhub-username/your-image-name:latest
Ensure that your Kubernetes Job YAML references this Docker image.
Step 3: Create a Kubernetes Secret from the .env File
Run the following command to create a Kubernetes Secret from the .env file:
kubectl create secret generic subhasis-env --from-env-file=.env
Step 4: Deploy the Kubernetes Job
Apply the Kubernetes Job YAML file to the cluster:
kubectl apply -f job.yaml
Step 5: Check Job Status
Monitor the job status using:
kubectl get jobs
To check logs from the running pod:
kubectl logs -f <pod-name>
To get the pod name:
kubectl get pods
Step 6: Clean Up Resources
To delete the job after completion:
kubectl delete job subhasis007
To remove the secret:
kubectl delete secret subhasis-env
This guide ensures that environment variables are securely managed and Kubernetes Jobs are efficiently deployed. 🚀